Ilyass Moummad

According to our database, Ilyass Moummad authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Can Masked Autoencoders Also Listen to Birds?

Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz

Trans. Mach. Learn. Res., 2025

Acoustic Identification of Individual Animals with Hierarchical Contrastive Learning.

Inês Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Invariant representation learning for few-shot bioacoustic event detection and classification. (Apprentissage de représentations invariantes pour la détection et la classification d'événements bioacoustiques dans des scénarios d'apprentissage à partir de peu d'exemples).

Ilyass Moummad

PhD thesis, 2024

Domain-Invariant Representation Learning of Bird Sounds.

Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia

CoRR, 2024

Self-Supervised Learning for Few-Shot Bird Sound Classification.

Ilyass Moummad, Nicolas Farrugia, Romain Serizel

Proceedings of the IEEE International Conference on Acoustics, 2024

Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds.

Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection.

Ilyass Moummad, Romain Serizel, Nicolas Farrugia

CoRR, 2023

Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning.

Ilyass Moummad, Romain Serizel, Nicolas Farrugia

CoRR, 2023

Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning.

Ilyass Moummad, Nicolas Farrugia

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

2022

Supervised Contrastive Learning for Respiratory Sound Classification.

Ilyass Moummad, Nicolas Farrugia

CoRR, 2022